Abstract :
The cutoff rate R0(W) of a discrete memoryless channel (DMC) W is often used as a figure of merit alongside the channel capacity C(W). If a channel W is split into two possibly correlated subchannels W1, W2, the capacity function always satisfies C(W1)+C(W2)lesC(W), while there are examples for which R0(W1)+R0(W2 )>R0(W). The fact that cutoff rate can be "created" by channel splitting was noticed by Massey in his study of an optical modulation system. This paper gives a general framework for achieving similar gains in the cutoff rate of arbitrary DMCs by methods of channel combining and splitting. The emphasis is on simple schemes that can be implemented in practice. We give several examples that achieve significant gains in cutoff rate at little extra system complexity. Theoretically, as the complexity grows without bound, the proposed framework is capable of boosting the cutoff rate of a channel to arbitrarily close to its capacity in a sense made precise in the paper. Apart from Massey\´s work, the methods studied here have elements in common with Forney\´s concatenated coding idea, a method by Pinsker for cutoff rate improvement, and certain coded-modulation techniques, namely, Ungerboeck\´s set-partitioning idea and Imai-Hirakawa multilevel coding; these connections are discussed in the paper
Keywords :
channel capacity; channel coding; concatenated codes; correlation theory; decoding; discrete systems; memoryless systems; modulation coding; optical modulation; DMC; Forney concatenated coding; Imai-Hirakawa multilevel coding; Ungerboeck set-partitioning idea; channel capacity; channel combining; channel splitting; coded-modulation technique; correlated subchannel; discrete memoryless channel; optical modulation system; successive cancellation decoding; Boosting; Channel capacity; Concatenated codes; Decoding; Memoryless systems; Modulation coding; Monte Carlo methods; Mutual information; Optical fiber communication; Optical modulation; Channel combining; channel splitting; coded modulation; concatenated coding; cutoff rate; error exponent; multilevel coding; random-coding exponent; reliability exponent; set partitioning; successive cancellation decoding;